3 ready prompts
Written for the moment this actually comes up.
Execute — do the immediate task
+Add validation so study participants must enter an email formatted like name@school.edu for…
Execute — do the immediate task
+Add validation so study participants must enter an email formatted like name@school.edu for question 2, require ages to be whole numbers between 18 and 99 on question 5, and force the postcode field to be exactly five digits. If a value fails, show a clear error: 'Enter a valid school email', 'Age must be a whole number between 18 and 99', 'Postcode must be 5 digits.' Prevent submission until these are fixed.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Improve — make it easier to accept
+Before I send this survey to 500 alumni, surface the most likely data-entry errors and make them…
Improve — make it easier to accept
+Before I send this survey to 500 alumni, surface the most likely data-entry errors and make them hard to make. Highlight which questions accept free text, require numeric input, or must match an email pattern. Add real-time validation messages for common mistakes and flag any open-text questions that probably need a drop-down instead to improve consistency.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Decide — diagnose the stuck moment
+I released the intake form and now 30 responses have '198' or '202' in the birth-year field and…
Decide — diagnose the stuck moment
+Responses show messy birth years and emails missing domain
I released the intake form and now 30 responses have '198' or '202' in the birth-year field and emails like 'jsmith' without a domain. The people involved are me, the data analyst Priya, and the participants. I don't know whether to retroactively clean the data or stop new bad responses immediately. What's the most likely cause and the fastest sequence to stop more bad data while preserving current submissions for minimal cleanup?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Next to this one
Other forms and surveys work people do in Google Forms.
Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
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Same library, five ways in.